Test

Importing

Datasets Preparation

Regressor

Regressor 2

Regressor 3

Regressor 4

Printing

Scatter Plot

Plotting

Plotting 2

Plotting 3

Training (Random Points)

Other Years (Anually)

The amount of data points is 70794
The slope of the best fitting line is  0.619
The correlation coefficient is: 0.827
 The mean square error is: 0.00025205457 5
The amount of data points is 70794
The slope of the best fitting line is  0.587
The correlation coefficient is: 0.815
 The mean square error is: 0.0002993893 5
The amount of data points is 68931
The slope of the best fitting line is  0.629
The correlation coefficient is: 0.8
 The mean square error is: 0.00028090304 5
The amount of data points is 70794
The slope of the best fitting line is  0.503
The correlation coefficient is: 0.596
 The mean square error is: 0.0005446288 5
The amount of data points is 68931
The slope of the best fitting line is  0.458
The correlation coefficient is: 0.752
 The mean square error is: 0.0005197682 5
The amount of data points is 70794
The slope of the best fitting line is  0.586
The correlation coefficient is: 0.807
 The mean square error is: 0.00030735895 5
The amount of data points is 70794
The slope of the best fitting line is  0.743
The correlation coefficient is: 0.823
 The mean square error is: 0.00019448593 5
The amount of data points is 68931
The slope of the best fitting line is  0.699
The correlation coefficient is: 0.817
 The mean square error is: 0.00032263875 5
The amount of data points is 70794
The slope of the best fitting line is  0.55
The correlation coefficient is: 0.445
 The mean square error is: 0.00078796677 5
The amount of data points is 70794
The slope of the best fitting line is  0.625
The correlation coefficient is: 0.584
 The mean square error is: 0.00064718846 5
The amount of data points is 68931
The slope of the best fitting line is  0.533
The correlation coefficient is: 0.713
 The mean square error is: 0.00032434455 5
The amount of data points is 70794
The slope of the best fitting line is  0.505
The correlation coefficient is: 0.745
 The mean square error is: 0.00031267895 5
The amount of data points is 68931
The slope of the best fitting line is  0.556
The correlation coefficient is: 0.81
 The mean square error is: 0.00025598012 5
The amount of data points is 70794
The slope of the best fitting line is  0.327
The correlation coefficient is: 0.653
 The mean square error is: 0.0007546878 5
The amount of data points is 70794
The slope of the best fitting line is  0.523
The correlation coefficient is: 0.789
 The mean square error is: 0.00029513898 5
The amount of data points is 68931
The slope of the best fitting line is  0.658
The correlation coefficient is: 0.751
 The mean square error is: 0.0002542229 5
The amount of data points is 70794
The slope of the best fitting line is  0.382
The correlation coefficient is: 0.76
 The mean square error is: 0.000594326 5

Other Years (Daily)

Daily Maps

The amount of data points is 1863
The slope of the best fitting line is  0.191
The correlation coefficient is: 0.484
 The mean square error is: 0.0009392685 5
The amount of data points is 1863
The slope of the best fitting line is  -0.034
The correlation coefficient is: -0.053
 The mean square error is: 0.0014735778 5
The amount of data points is 1863
The slope of the best fitting line is  0.239
The correlation coefficient is: 0.583
 The mean square error is: 0.000962723 5
The amount of data points is 1863
The slope of the best fitting line is  0.174
The correlation coefficient is: 0.468
 The mean square error is: 0.0017513039 5
The amount of data points is 1863
The slope of the best fitting line is  0.333
The correlation coefficient is: 0.686
 The mean square error is: 0.0006420891 5
The amount of data points is 1863
The slope of the best fitting line is  1.071
The correlation coefficient is: 0.667
 The mean square error is: 0.0006756414 5
The amount of data points is 1863
The slope of the best fitting line is  0.83
The correlation coefficient is: 0.627
 The mean square error is: 0.00057485915 5
The amount of data points is 1863
The slope of the best fitting line is  0.22
The correlation coefficient is: 0.27
 The mean square error is: 0.00048227594 5
The amount of data points is 1863
The slope of the best fitting line is  0.218
The correlation coefficient is: 0.537
 The mean square error is: 0.0015816563 5
The amount of data points is 1863
The slope of the best fitting line is  0.211
The correlation coefficient is: 0.561
 The mean square error is: 0.00138531 5